The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Jul. 23, 2019

Filed:

Dec. 12, 2017
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Tayfun Gokmen, Briarcliff Manor, NY (US);

Oguzhan Murat Onen, Ankara, TR;

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06G 7/16 (2006.01); G06N 3/08 (2006.01); G06F 17/16 (2006.01); G06F 7/523 (2006.01); G06F 7/535 (2006.01); G06F 7/544 (2006.01); G06N 3/063 (2006.01);
U.S. Cl.
CPC ...
G06F 17/16 (2013.01); G06F 7/523 (2013.01); G06F 7/535 (2013.01); G06F 7/5443 (2013.01); G06G 7/16 (2013.01); G06N 3/08 (2013.01); G06F 2207/4814 (2013.01); G06F 2207/4824 (2013.01); G06F 2207/4828 (2013.01); G06N 3/0635 (2013.01);
Abstract

A method, computer program product, and circuit are provided for noise and bound management for a Resistive Processing Unit (RPU) array having an op-amp. The method includes reducing the noise in an output signal from the RPU array by using a largest value, in a sigma vector having a plurality of values, as a representation for a window for an input signal to the RPU array. The input signal to the RPU array is formed from the plurality of values. The method further includes sensing saturation at an output of the op-amp. The method also includes managing the bound to eliminate the saturation by reducing the plurality of values from which the input signal to the RPU is formed.


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